Google Exam Associate Data Practitioner Topic 4 Question 8 Discussion

Actual exam question for Google's Associate Data Practitioner exam

Question #: 8
Topic #: 4

[All Associate Data Practitioner Questions]

You need to create a data pipeline that streams event information from applications in multiple Google Cloud regions into BigQuery for near real-time analysis. The data requires transformation before loading. You want to create the pipeline using a visual interface. What should you do?

APush event information to a Pub/Sub topic. Create a Dataflow job using the Dataflow job builder.

BPush event information to a Pub/Sub topic. Create a Cloud Run function to subscribe to the Pub/Sub topic, apply transformations, and insert the data into BigQuery.

CPush event information to a Pub/Sub topic. Create a BigQuery subscription in Pub/Sub.

DPush event information to Cloud Storage, and create an external table in BigQuery. Create a BigQuery scheduled job that executes once each day to apply transformations.

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Suggested Answer: A

Pushing event information to a Pub/Sub topic and then creating a Dataflow job using the Dataflow job builder is the most suitable solution. The Dataflow job builder provides a visual interface to design pipelines, allowing you to define transformations and load data into BigQuery. This approach is ideal for streaming data pipelines that require near real-time transformations and analysis. It ensures scalability across multiple regions and integrates seamlessly with Pub/Sub for event ingestion and BigQuery for analysis.

by Juan at Mar 03, 2025, 11:31 AM

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